Added log files and diagnostics to first and second cases and removed the
images.
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I am doing some memory tuning on my Spark job on YARN and I notice different
settings would give different results and affect the outcome of the Spark
job run. However, I am confused and do not understand completely why it
happens and would appreciate if someone can provide me with some guidance